{"id":"W4389474145","doi":"10.24875/rechuro.23000022","title":"Propuesta de actualización de las Guías Clínicas GES de cáncer de vejiga","year":2023,"lang":"es","type":"article","venue":"Revista Chilena de Urología","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; North York General Hospital","funders":"","keywords":"Medicine; Gynecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001576902,0.0006887133,0.001048078,0.0002901119,0.0003078313,0.0002982871,0.0004964754,0.000576779,0.0007837337],"category_scores_gemma":[0.0009250184,0.0006154676,0.000509204,0.0005949307,0.0003112345,0.0001047683,0.0002417639,0.0008033549,0.0008774939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197328,"about_ca_system_score_gemma":0.002009055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008432663,"about_ca_topic_score_gemma":0.00007490438,"domain_scores_codex":[0.9950789,0.0006173165,0.0007236605,0.0009549946,0.0004585723,0.002166622],"domain_scores_gemma":[0.9967413,0.0007584161,0.0003208653,0.001154233,0.0001060823,0.0009191344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007915446,0.001480167,0.8505644,0.002377454,0.001522557,0.003995733,0.00541471,0.0002546644,0.003529111,0.00858975,0.09947397,0.02200597],"study_design_scores_gemma":[0.003056142,0.001423324,0.4682383,0.00167157,0.00216261,0.0007133411,0.0002932476,0.001105597,0.00357044,0.0008473078,0.5162034,0.0007147514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505606,0.03006787,0.0001221646,0.01476873,0.0002146706,0.001198445,0.0002462512,0.0004613007,0.002359933],"genre_scores_gemma":[0.9417243,0.0488721,0.0005067834,0.005002936,0.001599123,0.0005104207,0.000147309,0.0001882467,0.001448788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4167294,"threshold_uncertainty_score":0.9999005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954322907104758,"score_gpt":0.3245356063832295,"score_spread":0.304992377312182,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}